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Coding techniques for information-theoretic strong secrecy on wiretap channels

Posted on:2012-11-29Degree:Ph.DType:Dissertation
University:Georgia Institute of TechnologyCandidate:Subramanian, ArunkumarFull Text:PDF
GTID:1468390011968725Subject:Engineering
Abstract/Summary:
Traditional solutions to information security in communication systems act in the application layer and are oblivious to the effects in the physical layer. Physical-layer security methods, of which information-theoretic security is a special case, try to extract security from the random effects in the physical layer. The wiretap channel model, where the transmitted symbols can be observed by a legitimate receiver and an eavesdropper through two different noisy channels, is of special interest in information-theoretic security. In information-theoretic security, there are two asymptotic notions of secrecy---weak and strong secrecy.;This dissertation investigates the problem of information-theoretic strong secrecy on the binary erasure wiretap channel (BEWC) with a specific focus on designing practical codes. The codes designed in this work are based on analysis and techniques from error-correcting codes. In particular, the dual codes of certain low-density parity-check (LDPC) codes are shown to achieve strong secrecy in a coset coding scheme.;First, we analyze the asymptotic block-error rate of short-cycle-free LDPC codes when they are transmitted over a binary erasure channel (BEC) and decoded using the belief propagation (BP) decoder. Under certain conditions, we show that the asymptotic block-error rate falls according to an inverse square law in block length, which is shown to be a sufficient condition for the dual codes to achieve strong secrecy.;Next, we construct large-girth LDPC codes using algorithms from graph theory and show that the asymptotic bit-error rate of these codes follow a sub-exponential decay as the block length increases, which is a sufficient condition for strong secrecy. The secrecy rates achieved by the duals of large-girth LDPC codes is shown to be an improvement over that of the duals of short-cycle-free LDPC codes.
Keywords/Search Tags:Strong secrecy, LDPC codes, Information-theoretic, Security, Wiretap, Channel
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